Overview
Brought to you by YData
Dataset statistics
| Number of variables | 12 |
|---|---|
| Number of observations | 7385 |
| Missing cells | 295 |
| Missing cells (%) | 0.3% |
| Duplicate rows | 1033 |
| Duplicate rows (%) | 14.0% |
| Total size in memory | 2.3 MiB |
| Average record size in memory | 322.6 B |
Variable types
| Categorical | 3 |
|---|---|
| Text | 1 |
| Numeric | 8 |
| Dataset has 1033 (14.0%) duplicate rows | Duplicates |
co2_emissions_g_km_ is highly overall correlated with cylinders and 5 other fields | High correlation |
cylinders is highly overall correlated with co2_emissions_g_km_ and 6 other fields | High correlation |
engine_size_l_ is highly overall correlated with co2_emissions_g_km_ and 5 other fields | High correlation |
fuel_consumption_city_l_100_km_ is highly overall correlated with co2_emissions_g_km_ and 5 other fields | High correlation |
fuel_consumption_comb_l_100_km_ is highly overall correlated with co2_emissions_g_km_ and 5 other fields | High correlation |
fuel_consumption_comb_mpg_ is highly overall correlated with co2_emissions_g_km_ and 5 other fields | High correlation |
fuel_consumption_hwy_l_100_km_ is highly overall correlated with co2_emissions_g_km_ and 5 other fields | High correlation |
make is highly overall correlated with cylinders | High correlation |
transmission has 295 (4.0%) missing values | Missing |
Reproduction
| Analysis started | 2025-08-18 09:17:32.020899 |
|---|---|
| Analysis finished | 2025-08-18 09:17:37.312745 |
| Duration | 5.29 seconds |
| Software version | ydata-profiling vv4.16.1 |
| Download configuration | config.json |
Variables
make
Categorical
High correlation 
| Distinct | 42 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 455.5 KiB |
| FORD | |
|---|---|
| CHEVROLET | |
| BMW | |
| MERCEDES-BENZ | 419 |
| PORSCHE | 376 |
| Other values (37) |
Length
| Max length | 13 |
|---|---|
| Median length | 11 |
| Mean length | 6.1439404 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | ACURA |
|---|---|
| 2nd row | ACURA |
| 3rd row | ACURA |
| 4th row | ACURA |
| 5th row | ACURA |
Common Values
| Value | Count | Frequency (%) |
| FORD | 628 | 8.5% |
| CHEVROLET | 588 | 8.0% |
| BMW | 527 | 7.1% |
| MERCEDES-BENZ | 419 | 5.7% |
| PORSCHE | 376 | 5.1% |
| TOYOTA | 330 | 4.5% |
| GMC | 328 | 4.4% |
| AUDI | 286 | 3.9% |
| NISSAN | 259 | 3.5% |
| JEEP | 251 | 3.4% |
| Other values (32) | 3393 |
Length
| Value | Count | Frequency (%) |
| ford | 628 | 8.3% |
| chevrolet | 588 | 7.8% |
| bmw | 527 | 7.0% |
| mercedes-benz | 419 | 5.6% |
| porsche | 376 | 5.0% |
| toyota | 330 | 4.4% |
| gmc | 328 | 4.3% |
| audi | 286 | 3.8% |
| nissan | 259 | 3.4% |
| jeep | 251 | 3.3% |
| Other values (35) | 3555 |
Most occurring characters
| Value | Count | Frequency (%) |
| E | 4807 | 10.6% |
| O | 3608 | 8.0% |
| A | 3589 | 7.9% |
| R | 3114 | 6.9% |
| I | 2781 | 6.1% |
| D | 2672 | 5.9% |
| N | 2483 | 5.5% |
| C | 2458 | 5.4% |
| S | 2345 | 5.2% |
| M | 2036 | 4.5% |
| Other values (17) | 15480 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 45373 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| E | 4807 | 10.6% |
| O | 3608 | 8.0% |
| A | 3589 | 7.9% |
| R | 3114 | 6.9% |
| I | 2781 | 6.1% |
| D | 2672 | 5.9% |
| N | 2483 | 5.5% |
| C | 2458 | 5.4% |
| S | 2345 | 5.2% |
| M | 2036 | 4.5% |
| Other values (17) | 15480 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 45373 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| E | 4807 | 10.6% |
| O | 3608 | 8.0% |
| A | 3589 | 7.9% |
| R | 3114 | 6.9% |
| I | 2781 | 6.1% |
| D | 2672 | 5.9% |
| N | 2483 | 5.5% |
| C | 2458 | 5.4% |
| S | 2345 | 5.2% |
| M | 2036 | 4.5% |
| Other values (17) | 15480 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 45373 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| E | 4807 | 10.6% |
| O | 3608 | 8.0% |
| A | 3589 | 7.9% |
| R | 3114 | 6.9% |
| I | 2781 | 6.1% |
| D | 2672 | 5.9% |
| N | 2483 | 5.5% |
| C | 2458 | 5.4% |
| S | 2345 | 5.2% |
| M | 2036 | 4.5% |
| Other values (17) | 15480 |
model
Text
| Distinct | 2053 |
|---|---|
| Distinct (%) | 27.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 496.5 KiB |
Length
| Max length | 41 |
|---|---|
| Median length | 32 |
| Mean length | 11.831957 |
| Min length | 2 |
Unique
| Unique | 502 ? |
|---|---|
| Unique (%) | 6.8% |
Sample
| 1st row | ILX |
|---|---|
| 2nd row | ILX |
| 3rd row | ILX HYBRID |
| 4th row | MDX 4WD |
| 5th row | RDX AWD |
| Value | Count | Frequency (%) |
| awd | 1128 | 6.8% |
| ffv | 592 | 3.6% |
| 4wd | 477 | 2.9% |
| coupe | 375 | 2.3% |
| 4x4 | 333 | 2.0% |
| s | 326 | 2.0% |
| 4matic | 239 | 1.4% |
| cabriolet | 221 | 1.3% |
| xdrive | 215 | 1.3% |
| cooper | 204 | 1.2% |
| Other values (709) | 12464 |
Most occurring characters
| Value | Count | Frequency (%) |
| 9200 | 10.5% | |
| A | 5815 | 6.7% |
| R | 4636 | 5.3% |
| E | 4496 | 5.1% |
| C | 3621 | 4.1% |
| T | 3510 | 4.0% |
| O | 3450 | 3.9% |
| D | 3182 | 3.6% |
| S | 3165 | 3.6% |
| I | 2352 | 2.7% |
| Other values (59) | 43952 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 87379 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 9200 | 10.5% | |
| A | 5815 | 6.7% |
| R | 4636 | 5.3% |
| E | 4496 | 5.1% |
| C | 3621 | 4.1% |
| T | 3510 | 4.0% |
| O | 3450 | 3.9% |
| D | 3182 | 3.6% |
| S | 3165 | 3.6% |
| I | 2352 | 2.7% |
| Other values (59) | 43952 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 87379 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 9200 | 10.5% | |
| A | 5815 | 6.7% |
| R | 4636 | 5.3% |
| E | 4496 | 5.1% |
| C | 3621 | 4.1% |
| T | 3510 | 4.0% |
| O | 3450 | 3.9% |
| D | 3182 | 3.6% |
| S | 3165 | 3.6% |
| I | 2352 | 2.7% |
| Other values (59) | 43952 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 87379 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 9200 | 10.5% | |
| A | 5815 | 6.7% |
| R | 4636 | 5.3% |
| E | 4496 | 5.1% |
| C | 3621 | 4.1% |
| T | 3510 | 4.0% |
| O | 3450 | 3.9% |
| D | 3182 | 3.6% |
| S | 3165 | 3.6% |
| I | 2352 | 2.7% |
| Other values (59) | 43952 |
vehicle_class
Categorical
| Distinct | 16 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 494.8 KiB |
| SUV - SMALL | |
|---|---|
| MID-SIZE | |
| COMPACT | |
| SUV - STANDARD | |
| FULL-SIZE | |
| Other values (11) |
Length
| Max length | 24 |
|---|---|
| Median length | 21 |
| Mean length | 11.587407 |
| Min length | 7 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | COMPACT |
|---|---|
| 2nd row | COMPACT |
| 3rd row | COMPACT |
| 4th row | SUV - SMALL |
| 5th row | SUV - SMALL |
Common Values
| Value | Count | Frequency (%) |
| SUV - SMALL | 1217 | |
| MID-SIZE | 1133 | |
| COMPACT | 1022 | |
| SUV - STANDARD | 735 | |
| FULL-SIZE | 639 | |
| SUBCOMPACT | 606 | |
| PICKUP TRUCK - STANDARD | 538 | |
| TWO-SEATER | 460 | 6.2% |
| MINICOMPACT | 326 | 4.4% |
| STATION WAGON - SMALL | 252 | 3.4% |
| Other values (6) | 457 | 6.2% |
Length
| Value | Count | Frequency (%) |
| 3042 | ||
| suv | 1952 | |
| small | 1628 | |
| standard | 1273 | |
| mid-size | 1186 | 8.1% |
| compact | 1022 | 7.0% |
| pickup | 697 | 4.8% |
| truck | 697 | 4.8% |
| full-size | 639 | 4.4% |
| subcompact | 606 | 4.1% |
| Other values (11) | 1883 |
Most occurring characters
| Value | Count | Frequency (%) |
| S | 8335 | 9.7% |
| A | 7531 | 8.8% |
| 7240 | 8.5% | |
| C | 5478 | 6.4% |
| T | 5454 | 6.4% |
| - | 5327 | 6.2% |
| M | 5174 | 6.0% |
| I | 4979 | 5.8% |
| L | 4688 | 5.5% |
| U | 4668 | 5.5% |
| Other values (14) | 26699 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 85573 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| S | 8335 | 9.7% |
| A | 7531 | 8.8% |
| 7240 | 8.5% | |
| C | 5478 | 6.4% |
| T | 5454 | 6.4% |
| - | 5327 | 6.2% |
| M | 5174 | 6.0% |
| I | 4979 | 5.8% |
| L | 4688 | 5.5% |
| U | 4668 | 5.5% |
| Other values (14) | 26699 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 85573 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| S | 8335 | 9.7% |
| A | 7531 | 8.8% |
| 7240 | 8.5% | |
| C | 5478 | 6.4% |
| T | 5454 | 6.4% |
| - | 5327 | 6.2% |
| M | 5174 | 6.0% |
| I | 4979 | 5.8% |
| L | 4688 | 5.5% |
| U | 4668 | 5.5% |
| Other values (14) | 26699 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 85573 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| S | 8335 | 9.7% |
| A | 7531 | 8.8% |
| 7240 | 8.5% | |
| C | 5478 | 6.4% |
| T | 5454 | 6.4% |
| - | 5327 | 6.2% |
| M | 5174 | 6.0% |
| I | 4979 | 5.8% |
| L | 4688 | 5.5% |
| U | 4668 | 5.5% |
| Other values (14) | 26699 |
engine_size_l_
Real number (ℝ)
High correlation 
| Distinct | 51 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.1600677 |
| Minimum | 0.9 |
|---|---|
| Maximum | 8.4 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 57.8 KiB |
Quantile statistics
| Minimum | 0.9 |
|---|---|
| 5-th percentile | 1.5 |
| Q1 | 2 |
| median | 3 |
| Q3 | 3.7 |
| 95-th percentile | 6 |
| Maximum | 8.4 |
| Range | 7.5 |
| Interquartile range (IQR) | 1.7 |
Descriptive statistics
| Standard deviation | 1.3541705 |
|---|---|
| Coefficient of variation (CV) | 0.42852577 |
| Kurtosis | -0.13196328 |
| Mean | 3.1600677 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.80918099 |
| Sum | 23337.1 |
| Variance | 1.8337776 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 1460 | |
| 3 | 804 | 10.9% |
| 3.6 | 536 | 7.3% |
| 3.5 | 529 | 7.2% |
| 2.5 | 423 | 5.7% |
| 2.4 | 346 | 4.7% |
| 1.6 | 302 | 4.1% |
| 5.3 | 290 | 3.9% |
| 1.8 | 216 | 2.9% |
| 1.4 | 211 | 2.9% |
| Other values (41) | 2268 |
| Value | Count | Frequency (%) |
| 0.9 | 3 | < 0.1% |
| 1 | 18 | 0.2% |
| 1.2 | 25 | 0.3% |
| 1.3 | 11 | 0.1% |
| 1.4 | 211 | 2.9% |
| 1.5 | 207 | 2.8% |
| 1.6 | 302 | 4.1% |
| 1.8 | 216 | 2.9% |
| 2 | 1460 | |
| 2.1 | 5 | 0.1% |
| Value | Count | Frequency (%) |
| 8.4 | 5 | 0.1% |
| 8 | 3 | < 0.1% |
| 6.8 | 8 | 0.1% |
| 6.7 | 25 | 0.3% |
| 6.6 | 29 | 0.4% |
| 6.5 | 18 | 0.2% |
| 6.4 | 46 | 0.6% |
| 6.3 | 3 | < 0.1% |
| 6.2 | 162 | |
| 6 | 94 |
cylinders
Real number (ℝ)
High correlation 
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.6150305 |
| Minimum | 3 |
|---|---|
| Maximum | 16 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 57.8 KiB |
Quantile statistics
| Minimum | 3 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 4 |
| median | 6 |
| Q3 | 6 |
| 95-th percentile | 8 |
| Maximum | 16 |
| Range | 13 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.8283065 |
|---|---|
| Coefficient of variation (CV) | 0.32560937 |
| Kurtosis | 1.525175 |
| Mean | 5.6150305 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 1.1104154 |
| Sum | 41467 |
| Variance | 3.3427047 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4 | 3220 | |
| 6 | 2446 | |
| 8 | 1402 | |
| 12 | 151 | 2.0% |
| 3 | 95 | 1.3% |
| 10 | 42 | 0.6% |
| 5 | 26 | 0.4% |
| 16 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 3 | 95 | 1.3% |
| 4 | 3220 | |
| 5 | 26 | 0.4% |
| 6 | 2446 | |
| 8 | 1402 | |
| 10 | 42 | 0.6% |
| 12 | 151 | 2.0% |
| 16 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 16 | 3 | < 0.1% |
| 12 | 151 | 2.0% |
| 10 | 42 | 0.6% |
| 8 | 1402 | |
| 6 | 2446 | |
| 5 | 26 | 0.4% |
| 4 | 3220 | |
| 3 | 95 | 1.3% |
transmission
Real number (ℝ)
Missing 
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 295 |
| Missing (%) | 4.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.8866008 |
| Minimum | 4 |
|---|---|
| Maximum | 10 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 57.8 KiB |
Quantile statistics
| Minimum | 4 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 6 |
| median | 6 |
| Q3 | 8 |
| 95-th percentile | 9 |
| Maximum | 10 |
| Range | 6 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.2092899 |
|---|---|
| Coefficient of variation (CV) | 0.17560041 |
| Kurtosis | -0.26719351 |
| Mean | 6.8866008 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.54552998 |
| Sum | 48826 |
| Variance | 1.4623822 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6 | 3259 | |
| 8 | 1802 | |
| 7 | 1026 | 13.9% |
| 9 | 419 | 5.7% |
| 5 | 307 | 4.2% |
| 10 | 210 | 2.8% |
| 4 | 67 | 0.9% |
| (Missing) | 295 | 4.0% |
| Value | Count | Frequency (%) |
| 4 | 67 | 0.9% |
| 5 | 307 | 4.2% |
| 6 | 3259 | |
| 7 | 1026 | 13.9% |
| 8 | 1802 | |
| 9 | 419 | 5.7% |
| 10 | 210 | 2.8% |
| Value | Count | Frequency (%) |
| 10 | 210 | 2.8% |
| 9 | 419 | 5.7% |
| 8 | 1802 | |
| 7 | 1026 | 13.9% |
| 6 | 3259 | |
| 5 | 307 | 4.2% |
| 4 | 67 | 0.9% |
fuel_type
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 418.4 KiB |
| X | |
|---|---|
| Z | |
| E | |
| D | 175 |
| N | 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | Z |
|---|---|
| 2nd row | Z |
| 3rd row | Z |
| 4th row | Z |
| 5th row | Z |
Common Values
| Value | Count | Frequency (%) |
| X | 3637 | |
| Z | 3202 | |
| E | 370 | 5.0% |
| D | 175 | 2.4% |
| N | 1 | < 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| x | 3637 | |
| z | 3202 | |
| e | 370 | 5.0% |
| d | 175 | 2.4% |
| n | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| X | 3637 | |
| Z | 3202 | |
| E | 370 | 5.0% |
| D | 175 | 2.4% |
| N | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 7385 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| X | 3637 | |
| Z | 3202 | |
| E | 370 | 5.0% |
| D | 175 | 2.4% |
| N | 1 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 7385 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| X | 3637 | |
| Z | 3202 | |
| E | 370 | 5.0% |
| D | 175 | 2.4% |
| N | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 7385 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| X | 3637 | |
| Z | 3202 | |
| E | 370 | 5.0% |
| D | 175 | 2.4% |
| N | 1 | < 0.1% |
fuel_consumption_city_l_100_km_
Real number (ℝ)
High correlation 
| Distinct | 211 |
|---|---|
| Distinct (%) | 2.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.556534 |
| Minimum | 4.2 |
|---|---|
| Maximum | 30.6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 57.8 KiB |
Quantile statistics
| Minimum | 4.2 |
|---|---|
| 5-th percentile | 8 |
| Q1 | 10.1 |
| median | 12.1 |
| Q3 | 14.6 |
| 95-th percentile | 19.2 |
| Maximum | 30.6 |
| Range | 26.4 |
| Interquartile range (IQR) | 4.5 |
Descriptive statistics
| Standard deviation | 3.5002741 |
|---|---|
| Coefficient of variation (CV) | 0.27876118 |
| Kurtosis | 1.196145 |
| Mean | 12.556534 |
| Median Absolute Deviation (MAD) | 2.2 |
| Skewness | 0.80900471 |
| Sum | 92730 |
| Variance | 12.251919 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10.8 | 125 | 1.7% |
| 12.4 | 123 | 1.7% |
| 11.8 | 120 | 1.6% |
| 11.9 | 119 | 1.6% |
| 10.6 | 109 | 1.5% |
| 10.2 | 108 | 1.5% |
| 11.3 | 107 | 1.4% |
| 10.5 | 104 | 1.4% |
| 12.1 | 104 | 1.4% |
| 11.2 | 102 | 1.4% |
| Other values (201) | 6264 |
| Value | Count | Frequency (%) |
| 4.2 | 5 | |
| 4.3 | 4 | |
| 4.4 | 5 | |
| 4.5 | 8 | |
| 4.6 | 9 | |
| 4.7 | 3 | < 0.1% |
| 4.8 | 3 | < 0.1% |
| 4.9 | 8 | |
| 5 | 4 | |
| 5.1 | 4 |
| Value | Count | Frequency (%) |
| 30.6 | 2 | |
| 30.3 | 2 | |
| 30.2 | 2 | |
| 30 | 2 | |
| 26.8 | 3 | |
| 26.7 | 1 | < 0.1% |
| 26.6 | 2 | |
| 26.3 | 1 | < 0.1% |
| 26.2 | 1 | < 0.1% |
| 25.7 | 2 |
fuel_consumption_hwy_l_100_km_
Real number (ℝ)
High correlation 
| Distinct | 143 |
|---|---|
| Distinct (%) | 1.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.0417062 |
| Minimum | 4 |
|---|---|
| Maximum | 20.6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 57.8 KiB |
Quantile statistics
| Minimum | 4 |
|---|---|
| 5-th percentile | 6.1 |
| Q1 | 7.5 |
| median | 8.7 |
| Q3 | 10.2 |
| 95-th percentile | 13.2 |
| Maximum | 20.6 |
| Range | 16.6 |
| Interquartile range (IQR) | 2.7 |
Descriptive statistics
| Standard deviation | 2.2244564 |
|---|---|
| Coefficient of variation (CV) | 0.24602175 |
| Kurtosis | 2.0089689 |
| Mean | 9.0417062 |
| Median Absolute Deviation (MAD) | 1.3 |
| Skewness | 1.0792167 |
| Sum | 66773 |
| Variance | 4.9482062 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 7.8 | 209 | 2.8% |
| 8.5 | 184 | 2.5% |
| 8.7 | 169 | 2.3% |
| 8.3 | 168 | 2.3% |
| 8.4 | 162 | 2.2% |
| 9.6 | 154 | 2.1% |
| 7.7 | 152 | 2.1% |
| 9.2 | 151 | 2.0% |
| 7 | 150 | 2.0% |
| 9 | 146 | 2.0% |
| Other values (133) | 5740 |
| Value | Count | Frequency (%) |
| 4 | 4 | 0.1% |
| 4.2 | 1 | < 0.1% |
| 4.4 | 3 | < 0.1% |
| 4.5 | 2 | < 0.1% |
| 4.6 | 6 | 0.1% |
| 4.7 | 1 | < 0.1% |
| 4.8 | 7 | |
| 4.9 | 10 | |
| 5 | 8 | |
| 5.1 | 16 |
| Value | Count | Frequency (%) |
| 20.6 | 2 | < 0.1% |
| 20.5 | 5 | |
| 20.4 | 2 | < 0.1% |
| 20 | 1 | < 0.1% |
| 19.6 | 1 | < 0.1% |
| 19.3 | 4 | |
| 19.2 | 1 | < 0.1% |
| 18.8 | 2 | < 0.1% |
| 18.6 | 1 | < 0.1% |
| 18.5 | 5 |
fuel_consumption_comb_l_100_km_
Real number (ℝ)
High correlation 
| Distinct | 181 |
|---|---|
| Distinct (%) | 2.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.975071 |
| Minimum | 4.1 |
|---|---|
| Maximum | 26.1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 57.8 KiB |
Quantile statistics
| Minimum | 4.1 |
|---|---|
| 5-th percentile | 7.2 |
| Q1 | 8.9 |
| median | 10.6 |
| Q3 | 12.6 |
| 95-th percentile | 16.5 |
| Maximum | 26.1 |
| Range | 22 |
| Interquartile range (IQR) | 3.7 |
Descriptive statistics
| Standard deviation | 2.8925063 |
|---|---|
| Coefficient of variation (CV) | 0.2635524 |
| Kurtosis | 1.3935754 |
| Mean | 10.975071 |
| Median Absolute Deviation (MAD) | 1.8 |
| Skewness | 0.89331572 |
| Sum | 81050.9 |
| Variance | 8.3665927 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 9.4 | 145 | 2.0% |
| 8.4 | 136 | 1.8% |
| 9.8 | 135 | 1.8% |
| 9.1 | 132 | 1.8% |
| 10.3 | 130 | 1.8% |
| 8.7 | 128 | 1.7% |
| 11 | 127 | 1.7% |
| 9.9 | 125 | 1.7% |
| 10.7 | 124 | 1.7% |
| 9 | 121 | 1.6% |
| Other values (171) | 6082 |
| Value | Count | Frequency (%) |
| 4.1 | 4 | 0.1% |
| 4.2 | 1 | < 0.1% |
| 4.3 | 2 | < 0.1% |
| 4.4 | 2 | < 0.1% |
| 4.5 | 5 | |
| 4.7 | 9 | |
| 4.8 | 7 | |
| 4.9 | 6 | |
| 5 | 5 | |
| 5.1 | 12 |
| Value | Count | Frequency (%) |
| 26.1 | 2 | |
| 25.9 | 2 | |
| 25.8 | 2 | |
| 25.7 | 2 | |
| 23.9 | 1 | < 0.1% |
| 23 | 1 | < 0.1% |
| 22.6 | 4 | |
| 22.5 | 1 | < 0.1% |
| 22.2 | 3 | |
| 22.1 | 2 |
fuel_consumption_comb_mpg_
Real number (ℝ)
High correlation 
| Distinct | 54 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 27.481652 |
| Minimum | 11 |
|---|---|
| Maximum | 69 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 57.8 KiB |
Quantile statistics
| Minimum | 11 |
|---|---|
| 5-th percentile | 17 |
| Q1 | 22 |
| median | 27 |
| Q3 | 32 |
| 95-th percentile | 39 |
| Maximum | 69 |
| Range | 58 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 7.2318792 |
|---|---|
| Coefficient of variation (CV) | 0.263153 |
| Kurtosis | 2.499369 |
| Mean | 27.481652 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 0.97703406 |
| Sum | 202952 |
| Variance | 52.300076 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 25 | 482 | 6.5% |
| 29 | 470 | 6.4% |
| 27 | 461 | 6.2% |
| 22 | 453 | 6.1% |
| 26 | 445 | 6.0% |
| 24 | 399 | 5.4% |
| 23 | 359 | 4.9% |
| 31 | 358 | 4.8% |
| 30 | 333 | 4.5% |
| 34 | 327 | 4.4% |
| Other values (44) | 3298 |
| Value | Count | Frequency (%) |
| 11 | 8 | 0.1% |
| 12 | 6 | 0.1% |
| 13 | 26 | 0.4% |
| 14 | 30 | 0.4% |
| 15 | 67 | 0.9% |
| 16 | 134 | |
| 17 | 161 | |
| 18 | 159 | |
| 19 | 265 | |
| 20 | 311 |
| Value | Count | Frequency (%) |
| 69 | 4 | 0.1% |
| 67 | 1 | < 0.1% |
| 66 | 2 | < 0.1% |
| 64 | 2 | < 0.1% |
| 63 | 5 | |
| 60 | 9 | |
| 59 | 7 | |
| 58 | 6 | |
| 56 | 5 | |
| 55 | 12 |
co2_emissions_g_km_
Real number (ℝ)
High correlation 
| Distinct | 331 |
|---|---|
| Distinct (%) | 4.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 250.5847 |
| Minimum | 96 |
|---|---|
| Maximum | 522 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 57.8 KiB |
Quantile statistics
| Minimum | 96 |
|---|---|
| 5-th percentile | 169 |
| Q1 | 208 |
| median | 246 |
| Q3 | 288 |
| 95-th percentile | 354 |
| Maximum | 522 |
| Range | 426 |
| Interquartile range (IQR) | 80 |
Descriptive statistics
| Standard deviation | 58.512679 |
|---|---|
| Coefficient of variation (CV) | 0.2335046 |
| Kurtosis | 0.47880085 |
| Mean | 250.5847 |
| Median Absolute Deviation (MAD) | 40 |
| Skewness | 0.52609381 |
| Sum | 1850568 |
| Variance | 3423.7336 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 242 | 85 | 1.2% |
| 221 | 82 | 1.1% |
| 230 | 77 | 1.0% |
| 214 | 77 | 1.0% |
| 294 | 76 | 1.0% |
| 232 | 76 | 1.0% |
| 258 | 75 | 1.0% |
| 253 | 75 | 1.0% |
| 246 | 75 | 1.0% |
| 209 | 74 | 1.0% |
| Other values (321) | 6613 |
| Value | Count | Frequency (%) |
| 96 | 4 | |
| 99 | 1 | < 0.1% |
| 102 | 1 | < 0.1% |
| 103 | 1 | < 0.1% |
| 104 | 2 | < 0.1% |
| 105 | 3 | |
| 106 | 2 | < 0.1% |
| 108 | 2 | < 0.1% |
| 109 | 2 | < 0.1% |
| 110 | 7 |
| Value | Count | Frequency (%) |
| 522 | 3 | |
| 493 | 2 | |
| 488 | 1 | < 0.1% |
| 487 | 1 | < 0.1% |
| 485 | 1 | < 0.1% |
| 476 | 1 | < 0.1% |
| 473 | 1 | < 0.1% |
| 467 | 1 | < 0.1% |
| 465 | 3 | |
| 464 | 2 |
Interactions
Correlations
| co2_emissions_g_km_ | cylinders | engine_size_l_ | fuel_consumption_city_l_100_km_ | fuel_consumption_comb_l_100_km_ | fuel_consumption_comb_mpg_ | fuel_consumption_hwy_l_100_km_ | fuel_type | make | transmission | vehicle_class | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| co2_emissions_g_km_ | 1.000 | 0.852 | 0.869 | 0.956 | 0.963 | -0.962 | 0.941 | 0.164 | 0.381 | 0.198 | 0.285 |
| cylinders | 0.852 | 1.000 | 0.936 | 0.847 | 0.834 | -0.833 | 0.782 | 0.181 | 0.625 | 0.265 | 0.286 |
| engine_size_l_ | 0.869 | 0.936 | 1.000 | 0.872 | 0.862 | -0.861 | 0.816 | 0.242 | 0.499 | 0.218 | 0.262 |
| fuel_consumption_city_l_100_km_ | 0.956 | 0.847 | 0.872 | 1.000 | 0.994 | -0.993 | 0.949 | 0.325 | 0.355 | 0.172 | 0.291 |
| fuel_consumption_comb_l_100_km_ | 0.963 | 0.834 | 0.862 | 0.994 | 1.000 | -0.999 | 0.977 | 0.335 | 0.337 | 0.165 | 0.297 |
| fuel_consumption_comb_mpg_ | -0.962 | -0.833 | -0.861 | -0.993 | -0.999 | 1.000 | -0.976 | 0.330 | 0.296 | -0.164 | 0.262 |
| fuel_consumption_hwy_l_100_km_ | 0.941 | 0.782 | 0.816 | 0.949 | 0.977 | -0.976 | 1.000 | 0.332 | 0.277 | 0.140 | 0.311 |
| fuel_type | 0.164 | 0.181 | 0.242 | 0.325 | 0.335 | 0.330 | 0.332 | 1.000 | 0.447 | 0.270 | 0.296 |
| make | 0.381 | 0.625 | 0.499 | 0.355 | 0.337 | 0.296 | 0.277 | 0.447 | 1.000 | 0.474 | 0.359 |
| transmission | 0.198 | 0.265 | 0.218 | 0.172 | 0.165 | -0.164 | 0.140 | 0.270 | 0.474 | 1.000 | 0.345 |
| vehicle_class | 0.285 | 0.286 | 0.262 | 0.291 | 0.297 | 0.262 | 0.311 | 0.296 | 0.359 | 0.345 | 1.000 |
Missing values
Sample
| make | model | vehicle_class | engine_size_l_ | cylinders | transmission | fuel_type | fuel_consumption_city_l_100_km_ | fuel_consumption_hwy_l_100_km_ | fuel_consumption_comb_l_100_km_ | fuel_consumption_comb_mpg_ | co2_emissions_g_km_ | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | ACURA | ILX | COMPACT | 2.0 | 4 | 5.0 | Z | 9.9 | 6.7 | 8.5 | 33 | 196 |
| 1 | ACURA | ILX | COMPACT | 2.4 | 4 | 6.0 | Z | 11.2 | 7.7 | 9.6 | 29 | 221 |
| 2 | ACURA | ILX HYBRID | COMPACT | 1.5 | 4 | 7.0 | Z | 6.0 | 5.8 | 5.9 | 48 | 136 |
| 3 | ACURA | MDX 4WD | SUV - SMALL | 3.5 | 6 | 6.0 | Z | 12.7 | 9.1 | 11.1 | 25 | 255 |
| 4 | ACURA | RDX AWD | SUV - SMALL | 3.5 | 6 | 6.0 | Z | 12.1 | 8.7 | 10.6 | 27 | 244 |
| 5 | ACURA | RLX | MID-SIZE | 3.5 | 6 | 6.0 | Z | 11.9 | 7.7 | 10.0 | 28 | 230 |
| 6 | ACURA | TL | MID-SIZE | 3.5 | 6 | 6.0 | Z | 11.8 | 8.1 | 10.1 | 28 | 232 |
| 7 | ACURA | TL AWD | MID-SIZE | 3.7 | 6 | 6.0 | Z | 12.8 | 9.0 | 11.1 | 25 | 255 |
| 8 | ACURA | TL AWD | MID-SIZE | 3.7 | 6 | 6.0 | Z | 13.4 | 9.5 | 11.6 | 24 | 267 |
| 9 | ACURA | TSX | COMPACT | 2.4 | 4 | 5.0 | Z | 10.6 | 7.5 | 9.2 | 31 | 212 |
| make | model | vehicle_class | engine_size_l_ | cylinders | transmission | fuel_type | fuel_consumption_city_l_100_km_ | fuel_consumption_hwy_l_100_km_ | fuel_consumption_comb_l_100_km_ | fuel_consumption_comb_mpg_ | co2_emissions_g_km_ | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7375 | VOLVO | S90 T6 AWD | MID-SIZE | 2.0 | 4 | 8.0 | Z | 11.3 | 7.5 | 9.6 | 29 | 223 |
| 7376 | VOLVO | V60 T5 | STATION WAGON - SMALL | 2.0 | 4 | 8.0 | Z | 10.5 | 7.1 | 8.9 | 32 | 208 |
| 7377 | VOLVO | V60 T6 AWD | STATION WAGON - SMALL | 2.0 | 4 | 8.0 | Z | 11.0 | 7.4 | 9.4 | 30 | 219 |
| 7378 | VOLVO | V60 CC T5 AWD | STATION WAGON - SMALL | 2.0 | 4 | 8.0 | Z | 10.8 | 7.7 | 9.4 | 30 | 220 |
| 7379 | VOLVO | XC40 T4 AWD | SUV - SMALL | 2.0 | 4 | 8.0 | X | 10.2 | 7.5 | 9.0 | 31 | 210 |
| 7380 | VOLVO | XC40 T5 AWD | SUV - SMALL | 2.0 | 4 | 8.0 | Z | 10.7 | 7.7 | 9.4 | 30 | 219 |
| 7381 | VOLVO | XC60 T5 AWD | SUV - SMALL | 2.0 | 4 | 8.0 | Z | 11.2 | 8.3 | 9.9 | 29 | 232 |
| 7382 | VOLVO | XC60 T6 AWD | SUV - SMALL | 2.0 | 4 | 8.0 | Z | 11.7 | 8.6 | 10.3 | 27 | 240 |
| 7383 | VOLVO | XC90 T5 AWD | SUV - STANDARD | 2.0 | 4 | 8.0 | Z | 11.2 | 8.3 | 9.9 | 29 | 232 |
| 7384 | VOLVO | XC90 T6 AWD | SUV - STANDARD | 2.0 | 4 | 8.0 | Z | 12.2 | 8.7 | 10.7 | 26 | 248 |
Duplicate rows
Most frequently occurring
| make | model | vehicle_class | engine_size_l_ | cylinders | transmission | fuel_type | fuel_consumption_city_l_100_km_ | fuel_consumption_hwy_l_100_km_ | fuel_consumption_comb_l_100_km_ | fuel_consumption_comb_mpg_ | co2_emissions_g_km_ | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 623 | LEXUS | GS F | COMPACT | 5.0 | 8 | 8.0 | Z | 14.9 | 9.7 | 12.5 | 23 | 293 | 5 |
| 197 | CHRYSLER | 300 | FULL-SIZE | 3.6 | 6 | 8.0 | X | 12.4 | 7.8 | 10.3 | 27 | 242 | 4 |
| 200 | CHRYSLER | 300 AWD | FULL-SIZE | 3.6 | 6 | 8.0 | X | 12.8 | 8.7 | 11.0 | 26 | 258 | 4 |
| 286 | FIAT | 500L | STATION WAGON - SMALL | 1.4 | 4 | 6.0 | X | 10.7 | 7.9 | 9.4 | 30 | 221 | 4 |
| 635 | LEXUS | NX 300h AWD | SUV - SMALL | 2.5 | 4 | 6.0 | X | 7.2 | 7.9 | 7.5 | 38 | 176 | 4 |
| 638 | LEXUS | RC F | SUBCOMPACT | 5.0 | 8 | 8.0 | Z | 15.2 | 9.5 | 12.6 | 22 | 289 | 4 |
| 640 | LEXUS | RX 350 AWD | SUV - SMALL | 3.5 | 6 | 8.0 | X | 12.2 | 9.0 | 10.8 | 26 | 252 | 4 |
| 643 | LEXUS | RX 450h AWD | SUV - STANDARD | 3.5 | 6 | 6.0 | Z | 7.5 | 8.4 | 7.9 | 36 | 185 | 4 |
| 794 | MITSUBISHI | RVR 4WD | SUV - SMALL | 2.0 | 4 | 6.0 | X | 10.1 | 8.2 | 9.2 | 31 | 213 | 4 |
| 798 | NISSAN | 370Z | TWO-SEATER | 3.7 | 6 | 7.0 | Z | 12.6 | 9.3 | 11.1 | 25 | 261 | 4 |